2018 Pakistani General Election: polling station wide data codebook

• Citation: Sonnet, Luke. 2019. “2018 Pakistani General Election Polling Station Data.” https://doi.org/10.17605/osf.io/mtsnd.

• URL: https://osf.io/mtsnd/

• Identifier: https://osf.io/mtsnd/

• Date published: 2019-10-21

• Creator:

  • @type: Person
  • givenName: Luke
  • familyName: Sonnet
  • email: luke.sonnet@gmail.com

• keywords: constituency_ps_id, province, assembly, constituency_id, constituency_name, constituency_id_NA, ps_id, ps_name, constituency_number_ps_male, constituency_number_ps_female, constituency_number_ps_combined, constituency_number_ps_total, constituency_registered_voters_male, constituency_registered_voters_female, constituency_registered_voters_total, n_candidates, male_voters, female_voters, total_voters, valid_votes, invalid_votes, total_votes, turnout, ps_valid_votes_summed, total_male_votes_45, total_female_votes_45, total_votes_45, male_turnout_45, female_turnout_45, turnout_45, comments, candidate_name_1, candidate_name_10, candidate_name_11, candidate_name_12, candidate_name_13, candidate_name_14, candidate_name_15, candidate_name_16, candidate_name_17, candidate_name_18, candidate_name_19, candidate_name_2, candidate_name_20, candidate_name_21, candidate_name_22, candidate_name_23, candidate_name_24, candidate_name_25, candidate_name_26, candidate_name_27, candidate_name_28, candidate_name_29, candidate_name_3, candidate_name_30, candidate_name_31, candidate_name_32, candidate_name_33, candidate_name_34, candidate_name_35, candidate_name_36, candidate_name_37, candidate_name_38, candidate_name_39, candidate_name_4, candidate_name_40, candidate_name_41, candidate_name_5, candidate_name_6, candidate_name_7, candidate_name_8, candidate_name_9, candidate_party_1, candidate_party_10, candidate_party_11, candidate_party_12, candidate_party_13, candidate_party_14, candidate_party_15, candidate_party_16, candidate_party_17, candidate_party_18, candidate_party_19, candidate_party_2, candidate_party_20, candidate_party_21, candidate_party_22, candidate_party_23, candidate_party_24, candidate_party_25, candidate_party_26, candidate_party_27, candidate_party_28, candidate_party_29, candidate_party_3, candidate_party_30, candidate_party_31, candidate_party_32, candidate_party_33, candidate_party_34, candidate_party_35, candidate_party_36, candidate_party_37, candidate_party_38, candidate_party_39, candidate_party_4, candidate_party_40, candidate_party_41, candidate_party_5, candidate_party_6, candidate_party_7, candidate_party_8, candidate_party_9, candidate_valid_share_1, candidate_valid_share_10, candidate_valid_share_11, candidate_valid_share_12, candidate_valid_share_13, candidate_valid_share_14, candidate_valid_share_15, candidate_valid_share_16, candidate_valid_share_17, candidate_valid_share_18, candidate_valid_share_19, candidate_valid_share_2, candidate_valid_share_20, candidate_valid_share_21, candidate_valid_share_22, candidate_valid_share_23, candidate_valid_share_24, candidate_valid_share_25, candidate_valid_share_26, candidate_valid_share_27, candidate_valid_share_28, candidate_valid_share_29, candidate_valid_share_3, candidate_valid_share_30, candidate_valid_share_31, candidate_valid_share_32, candidate_valid_share_33, candidate_valid_share_34, candidate_valid_share_35, candidate_valid_share_36, candidate_valid_share_37, candidate_valid_share_38, candidate_valid_share_39, candidate_valid_share_4, candidate_valid_share_40, candidate_valid_share_41, candidate_valid_share_5, candidate_valid_share_6, candidate_valid_share_7, candidate_valid_share_8, candidate_valid_share_9, candidate_votes_1, candidate_votes_10, candidate_votes_11, candidate_votes_12, candidate_votes_13, candidate_votes_14, candidate_votes_15, candidate_votes_16, candidate_votes_17, candidate_votes_18, candidate_votes_19, candidate_votes_2, candidate_votes_20, candidate_votes_21, candidate_votes_22, candidate_votes_23, candidate_votes_24, candidate_votes_25, candidate_votes_26, candidate_votes_27, candidate_votes_28, candidate_votes_29, candidate_votes_3, candidate_votes_30, candidate_votes_31, candidate_votes_32, candidate_votes_33, candidate_votes_34, candidate_votes_35, candidate_votes_36, candidate_votes_37, candidate_votes_38, candidate_votes_39, candidate_votes_4, candidate_votes_40, candidate_votes_41, candidate_votes_5, candidate_votes_6, candidate_votes_7, candidate_votes_8, candidate_votes_9, ps_name_45, comments_45 and ps_gender_type

{
  "name": "2018 Pakistani General Elections Polling Station Level Data (wide)",
  "description": "\n### Overview\n\nThese data are the official form 48s (polling station level returns by candidate) and the unofficial form 45s, from which we collect preliminary gender-based turnout. This should allow for analysis of gender-based turnout, even in combined polling stations. Note the form 45s uploaded by the ECP were not the final, official forms for the ratification of the election. Only the form 48s, which do not have gendered turnout, are considered official.\n\nNote that the release of these forms was *not* complete. Thus there is not complete coverage, and in some case the sum of the polling station totals is quite different from the reported constituency level returns. Furthermore, for some polling stations we only have form 45 data and for other polling stations we have only form 48 data (there are many missing form 45s).\n\nUnfortunately, there are several sources of missingness: (1) illegible forms, (2) unreleased forms, and (3) non-sensical data. For now, all are coded as `NA`.\n\nIn some cases, some of the data differs across the two datasets. For that reason, and to clearly denote which form has which data, we append `_45` to data from the form 45s.\n\n### Variable summary\n\n* constituency_ps_id: the pasted together constituency_id and ps_id, a unique identifier of the constituency-polling station\n* province\n* assembly\n* constituency_id\n* constituency_name\n* constituency_id_NA: the corresponding national assembly constituency (for the provincial assemblies)\n* ps_id: the official serial number of the polling station\n* ps_name: the name of the polling station\n* ps_gender_type: our best guess about whether the polling station is female only, male only, or combined\n\nSome constituency level electoral data:\n\n* constituency_registered_voters_male\n* constituency_registered_voters_female\n* constituency_registered_voters_total\n* constituency_number_ps_male: number of male-only polling stations in the constituency\n* constituency_number_ps_female: number of female-only polling stations in the constituency\n* constituency_number_ps_combined: number of combined polling stations in the constituency\n* constituency_number_ps_total: total number of polling stations in the constituency\n* n_candidates: the number of candidate registered in this constituency\n\nPolling station level voting data:\n\n* male_voters, female_voters, total_voters: the total number of registered voters, merged from the form 28 polling station-electoral area data\n* invalid_votes, valid_votes, total_votes: the votes cast by category as recorded on the form 48s\n* turnout: `total_votes / total_voters`, the turnout comparing the registered voters on the form 28s to the number of votes on the form 48s\n* ps_valid_votes_summed: in most cases should be the same as `valid_votes`, but this comes from summing across the candidate votes (where none of them are missing), which in some cases is different from `valid_votes` where there are gaps in entry.\n* total_male_votes_45, total_female_votes_45, total_votes_45: total votes cast by gender from the form 45s; these are unofficial forms and may differ when summed from the `total_votes` column. They are only included for \"Combined\" polling stations; for female or male only polling stations, simply use the overall votes and turnout to look at gender-based turnout.\n* male_turnout_45, female_turnout_45, turnout_45: turnout as defined by the gendered vote totals over the form 28 number of registered voters of that gender (e.g. `total_female_votes_45 / male_voters`)\n\nCandidate level names, vote totals, parties, and vote share:\n\nThe asterices represent which candidate id (in the long version of the data) we are referring to, and links the columns together.\n\n* candidate_name_*\n* candidate_votes_*\n* candidate_party_*\n* candidate_valid_share_*: This is defined as the candidate_votes over the `valid_votes` as found on the form 48s. Note there are some implausible outliers due to erroneous `valid_votes` totals.\n\nOther:\n\n* ps_name_45: preserved for the few mismatches in names across forms\n* comments, comments_45: comments by data entry operators about the data quality and matches across fields\n\n\n\n## Table of variables\nThis table contains variable names, labels, their central tendencies and other attributes.\n\n|name                                  |data_type |missing |complete |n      |empty |n_unique |min |max |mean      |sd        |p0   |p25     |p50    |p75    |p100   |hist     |\n|:-------------------------------------|:---------|:-------|:--------|:------|:-----|:--------|:---|:---|:---------|:---------|:----|:-------|:------|:------|:------|:--------|\n|constituency_ps_id                    |character |0       |156114   |156114 |0     |156114   |5   |9   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|province                              |character |0       |156114   |156114 |0     |4        |3   |11  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|assembly                              |character |0       |156114   |156114 |0     |2        |8   |10  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|constituency_id                       |character |0       |156114   |156114 |0     |792      |3   |5   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|constituency_name                     |character |0       |156114   |156114 |0     |606      |4   |48  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|constituency_id_NA                    |character |6625    |149489   |156114 |0     |261      |3   |5   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|ps_id                                 |integer   |0       |156114   |156114 |NA    |NA       |NA  |NA  |124.97    |98.48     |1    |50      |102    |174    |924    |▇▅▂▁▁▁▁▁ |\n|ps_name                               |character |0       |156114   |156114 |0     |79903    |3   |242 |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|constituency_number_ps_male           |integer   |0       |156114   |156114 |NA    |NA       |NA  |NA  |64.67     |46.2      |-99  |33      |56     |89     |212    |▁▁▂▇▅▂▂▁ |\n|constituency_number_ps_female         |integer   |0       |156114   |156114 |NA    |NA       |NA  |NA  |60.03     |42.49     |-99  |31      |53     |82     |172    |▁▁▁▆▇▅▂▁ |\n|constituency_number_ps_combined       |integer   |0       |156114   |156114 |NA    |NA       |NA  |NA  |116.15    |81.14     |-99  |58      |103    |171    |382    |▁▃▇▇▅▃▁▁ |\n|constituency_number_ps_total          |integer   |0       |156114   |156114 |NA    |NA       |NA  |NA  |240.63    |123.1     |-352 |149     |222    |330    |601    |▁▁▁▂▇▆▂▁ |\n|constituency_registered_voters_male   |integer   |0       |156114   |156114 |NA    |NA       |NA  |NA  |167225.84 |74593.44  |-99  |106436  |148279 |232884 |384762 |▁▃▇▂▅▅▁▁ |\n|constituency_registered_voters_female |integer   |0       |156114   |156114 |NA    |NA       |NA  |NA  |133147    |61597.96  |-99  |82950   |118360 |181551 |3e+05  |▁▃▇▃▅▅▁▁ |\n|constituency_registered_voters_total  |integer   |0       |156114   |156114 |NA    |NA       |NA  |NA  |3e+05     |135656.64 |-198 |189499  |267858 |415496 |684447 |▁▃▇▃▅▅▁▁ |\n|n_candidates                          |integer   |0       |156114   |156114 |NA    |NA       |NA  |NA  |13.15     |5.28      |4    |9       |12     |16     |41     |▃▇▅▂▁▁▁▁ |\n|male_voters                           |integer   |117     |155997   |156114 |NA    |NA       |NA  |NA  |697.04    |533.27    |0    |164     |707    |1048   |4852   |▇▇▃▁▁▁▁▁ |\n|female_voters                         |integer   |145     |155969   |156114 |NA    |NA       |NA  |NA  |550.38    |458.28    |0    |0       |534    |829    |3490   |▇▇▃▁▁▁▁▁ |\n|total_voters                          |integer   |139     |155975   |156114 |NA    |NA       |NA  |NA  |1265.59   |452.45    |0    |965     |1213   |1503   |12803  |▇▂▁▁▁▁▁▁ |\n|valid_votes                           |integer   |1771    |154343   |156114 |NA    |NA       |NA  |NA  |630.61    |241.87    |0    |461     |614    |785    |2028   |▁▆▇▅▁▁▁▁ |\n|invalid_votes                         |integer   |5354    |150760   |156114 |NA    |NA       |NA  |NA  |20.82     |18.42     |0    |9       |16     |27     |1016   |▇▁▁▁▁▁▁▁ |\n|total_votes                           |integer   |5350    |150764   |156114 |NA    |NA       |NA  |NA  |651.12    |246.27    |0    |480     |635    |808    |2053   |▁▅▇▅▁▁▁▁ |\n|turnout                               |numeric   |5498    |150616   |156114 |NA    |NA       |NA  |NA  |0.52      |0.13      |0    |0.45    |0.54   |0.61   |5.24   |▇▁▁▁▁▁▁▁ |\n|ps_valid_votes_summed                 |integer   |1484    |154630   |156114 |NA    |NA       |NA  |NA  |631.27    |241.75    |0    |462     |615    |785    |2028   |▁▆▇▅▁▁▁▁ |\n|total_male_votes_45                   |integer   |118934  |37180    |156114 |NA    |NA       |NA  |NA  |411.16    |148.59    |0    |306     |401    |507    |1554   |▁▇▇▂▁▁▁▁ |\n|total_female_votes_45                 |integer   |119137  |36977    |156114 |NA    |NA       |NA  |NA  |283.89    |120.29    |0    |203     |281    |361    |1117   |▂▇▇▂▁▁▁▁ |\n|total_votes_45                        |integer   |116532  |39582    |156114 |NA    |NA       |NA  |NA  |687.48    |251.47    |0    |511     |675    |855    |2436   |▁▆▇▃▁▁▁▁ |\n|male_turnout_45                       |numeric   |118882  |37232    |156114 |NA    |NA       |NA  |NA  |0.57      |0.12      |0    |0.5     |0.58   |0.65   |5.95   |▇▁▁▁▁▁▁▁ |\n|female_turnout_45                     |numeric   |119137  |36977    |156114 |NA    |NA       |NA  |NA  |0.51      |0.16      |0    |0.42    |0.53   |0.61   |6.3    |▇▁▁▁▁▁▁▁ |\n|turnout_45                            |numeric   |116442  |39672    |156114 |NA    |NA       |NA  |NA  |0.54      |0.13      |0    |0.47    |0.56   |0.62   |5.24   |▇▂▁▁▁▁▁▁ |\n|comments                              |character |155710  |404      |156114 |0     |32       |1   |120 |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_1                      |character |0       |156114   |156114 |0     |668      |4   |38  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_10                     |character |40030   |116084   |156114 |0     |579      |4   |37  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_11                     |character |53889   |102225   |156114 |0     |521      |5   |45  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_12                     |character |67441   |88673    |156114 |0     |458      |5   |38  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_13                     |character |78866   |77248    |156114 |0     |403      |5   |41  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_14                     |character |92013   |64101    |156114 |0     |346      |4   |41  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_15                     |character |104310  |51804    |156114 |0     |281      |7   |35  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_16                     |character |115035  |41079    |156114 |0     |242      |5   |38  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_17                     |character |123403  |32711    |156114 |0     |200      |8   |33  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_18                     |character |129144  |26970    |156114 |0     |168      |6   |33  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_19                     |character |135643  |20471    |156114 |0     |131      |5   |32  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_2                      |character |0       |156114   |156114 |0     |722      |4   |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_20                     |character |140403  |15711    |156114 |0     |105      |5   |32  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_21                     |character |142611  |13503    |156114 |0     |90       |9   |30  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_22                     |character |145572  |10542    |156114 |0     |68       |7   |41  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_23                     |character |147338  |8776     |156114 |0     |60       |9   |30  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_24                     |character |149076  |7038     |156114 |0     |47       |9   |32  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_25                     |character |150138  |5976     |156114 |0     |39       |9   |27  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_26                     |character |151881  |4233     |156114 |0     |29       |10  |35  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_27                     |character |152823  |3291     |156114 |0     |24       |9   |26  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_28                     |character |152967  |3147     |156114 |0     |23       |9   |31  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_29                     |character |153396  |2718     |156114 |0     |19       |9   |28  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_3                      |character |0       |156114   |156114 |0     |741      |4   |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_30                     |character |153896  |2218     |156114 |0     |15       |6   |29  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_31                     |character |154300  |1814     |156114 |0     |11       |11  |28  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_32                     |character |155199  |915      |156114 |0     |7        |12  |23  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_33                     |character |155294  |820      |156114 |0     |6        |15  |25  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_34                     |character |155403  |711      |156114 |0     |5        |11  |22  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_35                     |character |155403  |711      |156114 |0     |5        |10  |24  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_36                     |character |155564  |550      |156114 |0     |4        |10  |15  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_37                     |character |155564  |550      |156114 |0     |4        |9   |21  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_38                     |character |155564  |550      |156114 |0     |3        |12  |13  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_39                     |character |155695  |419      |156114 |0     |3        |12  |24  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_4                      |character |0       |156114   |156114 |0     |750      |4   |41  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_40                     |character |155793  |321      |156114 |0     |2        |13  |13  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_41                     |character |155992  |122      |156114 |0     |1        |23  |23  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_5                      |character |535     |155579   |156114 |0     |755      |5   |37  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_6                      |character |2999    |153115   |156114 |0     |727      |5   |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_7                      |character |8865    |147249   |156114 |0     |702      |5   |48  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_8                      |character |17859   |138255   |156114 |0     |659      |5   |42  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_name_9                      |character |27790   |128324   |156114 |0     |631      |4   |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_1                     |character |0       |156114   |156114 |0     |47       |11  |44  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_10                    |character |40030   |116084   |156114 |0     |46       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_11                    |character |53889   |102225   |156114 |0     |47       |11  |56  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_12                    |character |67441   |88673    |156114 |0     |46       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_13                    |character |78866   |77248    |156114 |0     |41       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_14                    |character |92013   |64101    |156114 |0     |36       |11  |43  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_15                    |character |104310  |51804    |156114 |0     |38       |11  |56  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_16                    |character |115035  |41079    |156114 |0     |32       |11  |43  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_17                    |character |123403  |32711    |156114 |0     |31       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_18                    |character |129144  |26970    |156114 |0     |26       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_19                    |character |135643  |20471    |156114 |0     |25       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_2                     |character |0       |156114   |156114 |0     |46       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_20                    |character |140403  |15711    |156114 |0     |28       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_21                    |character |142611  |13503    |156114 |0     |20       |11  |56  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_22                    |character |145572  |10542    |156114 |0     |13       |11  |56  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_23                    |character |147338  |8776     |156114 |0     |14       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_24                    |character |149076  |7038     |156114 |0     |13       |11  |33  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_25                    |character |150138  |5976     |156114 |0     |11       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_26                    |character |151881  |4233     |156114 |0     |10       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_27                    |character |152823  |3291     |156114 |0     |10       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_28                    |character |152967  |3147     |156114 |0     |10       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_29                    |character |153396  |2718     |156114 |0     |7        |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_3                     |character |0       |156114   |156114 |0     |54       |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_30                    |character |153896  |2218     |156114 |0     |7        |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_31                    |character |154300  |1814     |156114 |0     |5        |11  |30  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_32                    |character |155199  |915      |156114 |0     |2        |11  |26  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_33                    |character |155294  |820      |156114 |0     |2        |11  |33  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_34                    |character |155403  |711      |156114 |0     |3        |11  |31  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_35                    |character |155403  |711      |156114 |0     |3        |11  |25  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_36                    |character |155564  |550      |156114 |0     |2        |11  |22  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_37                    |character |155564  |550      |156114 |0     |3        |11  |39  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_38                    |character |155564  |550      |156114 |0     |2        |11  |18  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_39                    |character |155695  |419      |156114 |0     |1        |11  |11  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_4                     |character |0       |156114   |156114 |0     |44       |11  |43  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_40                    |character |155793  |321      |156114 |0     |2        |11  |23  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_41                    |character |155992  |122      |156114 |0     |1        |26  |26  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_5                     |character |535     |155579   |156114 |0     |52       |11  |44  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_6                     |character |2999    |153115   |156114 |0     |53       |11  |56  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_7                     |character |8865    |147249   |156114 |0     |50       |11  |56  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_8                     |character |17859   |138255   |156114 |0     |49       |11  |43  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_party_9                     |character |27790   |128324   |156114 |0     |47       |11  |56  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_1               |numeric   |1980    |154134   |156114 |NA    |NA       |NA  |NA  |0.094     |0.19      |0    |0       |0.0045 |0.084  |27.75  |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_10              |numeric   |41602   |114512   |156114 |NA    |NA       |NA  |NA  |0.063     |0.15      |0    |0       |0.003  |0.028  |21.25  |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_11              |numeric   |55452   |100662   |156114 |NA    |NA       |NA  |NA  |0.071     |0.15      |0    |0       |0.0036 |0.037  |1      |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_12              |numeric   |68946   |87168    |156114 |NA    |NA       |NA  |NA  |0.051     |0.13      |0    |0       |0.0023 |0.018  |1      |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_13              |numeric   |80261   |75853    |156114 |NA    |NA       |NA  |NA  |0.064     |0.14      |0    |0       |0.0031 |0.029  |1.73   |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_14              |numeric   |93005   |63109    |156114 |NA    |NA       |NA  |NA  |0.049     |0.12      |0    |0       |0.0021 |0.018  |1      |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_15              |character |105267  |50847    |156114 |0     |15326    |1   |22  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_16              |character |115809  |40305    |156114 |0     |12129    |1   |22  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_17              |character |123628  |32486    |156114 |0     |10160    |1   |20  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_18              |character |129365  |26749    |156114 |0     |8417     |1   |22  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_19              |character |135865  |20249    |156114 |0     |6827     |1   |22  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_2               |numeric   |1999    |154115   |156114 |NA    |NA       |NA  |NA  |0.096     |0.17      |0    |0       |0.0069 |0.09   |1      |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_20              |character |140627  |15487    |156114 |0     |5518     |1   |22  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_21              |character |142850  |13264    |156114 |0     |4482     |1   |20  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_22              |character |145808  |10306    |156114 |0     |3592     |1   |20  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_23              |character |147584  |8530     |156114 |0     |2975     |1   |20  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_24              |character |149293  |6821     |156114 |0     |2650     |1   |20  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_25              |character |150378  |5736     |156114 |0     |1990     |1   |20  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_26              |character |152146  |3968     |156114 |0     |1720     |1   |20  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_27              |character |153021  |3093     |156114 |0     |1317     |1   |19  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_28              |character |153169  |2945     |156114 |0     |1296     |1   |19  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_29              |character |153592  |2522     |156114 |0     |779      |1   |20  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_3               |numeric   |2005    |154109   |156114 |NA    |NA       |NA  |NA  |0.1       |0.18      |0    |0.00099 |0.0075 |0.098  |1      |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_30              |character |154093  |2021     |156114 |0     |711      |1   |19  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_31              |character |154317  |1797     |156114 |0     |643      |1   |20  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_32              |character |155221  |893      |156114 |0     |218      |1   |19  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_33              |character |155305  |809      |156114 |0     |184      |1   |20  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_34              |character |155441  |673      |156114 |0     |443      |1   |20  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_35              |character |155416  |698      |156114 |0     |197      |1   |19  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_36              |character |155568  |546      |156114 |0     |199      |1   |19  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_37              |character |155568  |546      |156114 |0     |203      |1   |19  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_38              |character |155570  |544      |156114 |0     |84       |1   |19  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_39              |character |155695  |419      |156114 |0     |253      |1   |19  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_4               |numeric   |2066    |154048   |156114 |NA    |NA       |NA  |NA  |0.091     |0.17      |0    |0       |0.0065 |0.077  |1      |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_40              |character |155793  |321      |156114 |0     |171      |1   |19  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_41              |character |155992  |122      |156114 |0     |92       |1   |20  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_valid_share_5               |numeric   |2533    |153581   |156114 |NA    |NA       |NA  |NA  |0.086     |0.22      |0    |0       |0.0053 |0.065  |53.25  |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_6               |numeric   |5006    |151108   |156114 |NA    |NA       |NA  |NA  |0.087     |0.17      |0    |0       |0.0054 |0.071  |1      |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_7               |numeric   |10842   |145272   |156114 |NA    |NA       |NA  |NA  |0.074     |0.15      |0    |0       |0.0038 |0.05   |12.25  |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_8               |numeric   |19839   |136275   |156114 |NA    |NA       |NA  |NA  |0.076     |0.16      |0    |0       |0.0039 |0.047  |9.75   |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_9               |numeric   |29392   |126722   |156114 |NA    |NA       |NA  |NA  |0.08      |0.16      |0    |0       |0.0041 |0.051  |2.25   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_1                     |integer   |112     |156002   |156114 |NA    |NA       |NA  |NA  |59.07     |117.9     |0    |0       |3      |47     |1213   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_10                    |integer   |40322   |115792   |156114 |NA    |NA       |NA  |NA  |40.14     |97.07     |0    |0       |2      |16     |1229   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_11                    |integer   |54187   |101927   |156114 |NA    |NA       |NA  |NA  |45.1      |101.22    |0    |0       |2      |22     |1687   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_12                    |integer   |67680   |88434    |156114 |NA    |NA       |NA  |NA  |31.14     |83.71     |0    |0       |1      |10     |1668   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_13                    |integer   |79318   |76796    |156114 |NA    |NA       |NA  |NA  |40.67     |99.46     |0    |0       |2      |17     |1160   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_14                    |integer   |92165   |63949    |156114 |NA    |NA       |NA  |NA  |32.82     |86.89     |0    |0       |1      |11     |1171   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_15                    |character |104462  |51652    |156114 |0     |670      |1   |4   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_16                    |character |115073  |41041    |156114 |0     |591      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_17                    |character |123413  |32701    |156114 |0     |596      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_18                    |character |129153  |26961    |156114 |0     |491      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_19                    |character |135652  |20462    |156114 |0     |495      |1   |4   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_2                     |integer   |142     |155972   |156114 |NA    |NA       |NA  |NA  |60.92     |119.18    |0    |0       |4      |51     |1268   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_20                    |character |140414  |15700    |156114 |0     |466      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_21                    |character |142640  |13474    |156114 |0     |407      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_22                    |character |145597  |10517    |156114 |0     |451      |1   |4   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_23                    |character |147372  |8742     |156114 |0     |284      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_24                    |character |149079  |7035     |156114 |0     |335      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_25                    |character |150171  |5943     |156114 |0     |319      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_26                    |character |151955  |4159     |156114 |0     |328      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_27                    |character |152829  |3285     |156114 |0     |250      |1   |4   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_28                    |character |152977  |3137     |156114 |0     |251      |1   |4   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_29                    |character |153400  |2714     |156114 |0     |131      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_3                     |integer   |159     |155955   |156114 |NA    |NA       |NA  |NA  |63.28     |123.06    |0    |1       |4      |54     |1803   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_30                    |character |154088  |2026     |156114 |0     |115      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_31                    |character |154314  |1800     |156114 |0     |157      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_32                    |character |155219  |895      |156114 |0     |54       |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_33                    |character |155302  |812      |156114 |0     |35       |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_34                    |character |155440  |674      |156114 |0     |163      |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_35                    |character |155413  |701      |156114 |0     |33       |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_36                    |character |155565  |549      |156114 |0     |36       |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_37                    |character |155565  |549      |156114 |0     |69       |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_38                    |character |155567  |547      |156114 |0     |9        |1   |2   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_39                    |character |155695  |419      |156114 |0     |84       |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_4                     |integer   |211     |155903   |156114 |NA    |NA       |NA  |NA  |57.79     |115.88    |0    |0       |4      |43     |1280   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_40                    |character |155793  |321      |156114 |0     |65       |1   |3   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_41                    |character |155992  |122      |156114 |0     |33       |1   |2   |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|candidate_votes_5                     |integer   |671     |155443   |156114 |NA    |NA       |NA  |NA  |54.85     |114.91    |0    |0       |3      |37     |1591   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_6                     |integer   |3144    |152970   |156114 |NA    |NA       |NA  |NA  |54.31     |111.69    |0    |0       |3      |40     |1192   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_7                     |integer   |9071    |147043   |156114 |NA    |NA       |NA  |NA  |47.03     |102.21    |0    |0       |2      |29     |1282   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_8                     |integer   |18090   |138024   |156114 |NA    |NA       |NA  |NA  |48.25     |105.81    |0    |0       |2      |27     |1666   |▇▁▁▁▁▁▁▁ |\n|candidate_votes_9                     |integer   |28093   |128021   |156114 |NA    |NA       |NA  |NA  |48.74     |106.55    |0    |0       |2      |29     |1292   |▇▁▁▁▁▁▁▁ |\n|ps_name_45                            |character |116387  |39727    |156114 |0     |35399    |7   |242 |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|comments_45                           |character |155189  |925      |156114 |0     |238      |8   |33  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n|ps_gender_type                        |character |0       |156114   |156114 |0     |4        |7   |11  |NA        |NA        |NA   |NA      |NA     |NA     |NA     |NA       |\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.8.1).",
  "identifier": "https://osf.io/mtsnd/",
  "datePublished": "2019-10-21",
  "creator": {
    "@type": "Person",
    "givenName": "Luke",
    "familyName": "Sonnet",
    "email": "luke.sonnet@gmail.com"
  },
  "citation": "Sonnet, Luke. 2019. “2018 Pakistani General Election Polling Station Data.” https://doi.org/10.17605/osf.io/mtsnd.",
  "url": "https://osf.io/mtsnd/",
  "keywords": ["constituency_ps_id", "province", "assembly", "constituency_id", "constituency_name", "constituency_id_NA", "ps_id", "ps_name", "constituency_number_ps_male", "constituency_number_ps_female", "constituency_number_ps_combined", "constituency_number_ps_total", "constituency_registered_voters_male", "constituency_registered_voters_female", "constituency_registered_voters_total", "n_candidates", "male_voters", "female_voters", "total_voters", "valid_votes", "invalid_votes", "total_votes", "turnout", "ps_valid_votes_summed", "total_male_votes_45", "total_female_votes_45", "total_votes_45", "male_turnout_45", "female_turnout_45", "turnout_45", "comments", "candidate_name_1", "candidate_name_10", "candidate_name_11", "candidate_name_12", "candidate_name_13", "candidate_name_14", "candidate_name_15", "candidate_name_16", "candidate_name_17", "candidate_name_18", "candidate_name_19", "candidate_name_2", "candidate_name_20", "candidate_name_21", "candidate_name_22", "candidate_name_23", "candidate_name_24", "candidate_name_25", "candidate_name_26", "candidate_name_27", "candidate_name_28", "candidate_name_29", "candidate_name_3", "candidate_name_30", "candidate_name_31", "candidate_name_32", "candidate_name_33", "candidate_name_34", "candidate_name_35", "candidate_name_36", "candidate_name_37", "candidate_name_38", "candidate_name_39", "candidate_name_4", "candidate_name_40", "candidate_name_41", "candidate_name_5", "candidate_name_6", "candidate_name_7", "candidate_name_8", "candidate_name_9", "candidate_party_1", "candidate_party_10", "candidate_party_11", "candidate_party_12", "candidate_party_13", "candidate_party_14", "candidate_party_15", "candidate_party_16", "candidate_party_17", "candidate_party_18", "candidate_party_19", "candidate_party_2", "candidate_party_20", "candidate_party_21", "candidate_party_22", "candidate_party_23", "candidate_party_24", "candidate_party_25", "candidate_party_26", "candidate_party_27", "candidate_party_28", "candidate_party_29", "candidate_party_3", "candidate_party_30", "candidate_party_31", "candidate_party_32", "candidate_party_33", "candidate_party_34", "candidate_party_35", "candidate_party_36", "candidate_party_37", "candidate_party_38", "candidate_party_39", "candidate_party_4", "candidate_party_40", "candidate_party_41", "candidate_party_5", "candidate_party_6", "candidate_party_7", "candidate_party_8", "candidate_party_9", "candidate_valid_share_1", "candidate_valid_share_10", "candidate_valid_share_11", "candidate_valid_share_12", "candidate_valid_share_13", "candidate_valid_share_14", "candidate_valid_share_15", "candidate_valid_share_16", "candidate_valid_share_17", "candidate_valid_share_18", "candidate_valid_share_19", "candidate_valid_share_2", "candidate_valid_share_20", "candidate_valid_share_21", "candidate_valid_share_22", "candidate_valid_share_23", "candidate_valid_share_24", "candidate_valid_share_25", "candidate_valid_share_26", "candidate_valid_share_27", "candidate_valid_share_28", "candidate_valid_share_29", "candidate_valid_share_3", "candidate_valid_share_30", "candidate_valid_share_31", "candidate_valid_share_32", "candidate_valid_share_33", "candidate_valid_share_34", "candidate_valid_share_35", "candidate_valid_share_36", "candidate_valid_share_37", "candidate_valid_share_38", "candidate_valid_share_39", "candidate_valid_share_4", "candidate_valid_share_40", "candidate_valid_share_41", "candidate_valid_share_5", "candidate_valid_share_6", "candidate_valid_share_7", "candidate_valid_share_8", "candidate_valid_share_9", "candidate_votes_1", "candidate_votes_10", "candidate_votes_11", "candidate_votes_12", "candidate_votes_13", "candidate_votes_14", "candidate_votes_15", "candidate_votes_16", "candidate_votes_17", "candidate_votes_18", "candidate_votes_19", "candidate_votes_2", "candidate_votes_20", "candidate_votes_21", "candidate_votes_22", "candidate_votes_23", "candidate_votes_24", "candidate_votes_25", "candidate_votes_26", "candidate_votes_27", "candidate_votes_28", "candidate_votes_29", "candidate_votes_3", "candidate_votes_30", "candidate_votes_31", "candidate_votes_32", "candidate_votes_33", "candidate_votes_34", "candidate_votes_35", "candidate_votes_36", "candidate_votes_37", "candidate_votes_38", "candidate_votes_39", "candidate_votes_4", "candidate_votes_40", "candidate_votes_41", "candidate_votes_5", "candidate_votes_6", "candidate_votes_7", "candidate_votes_8", "candidate_votes_9", "ps_name_45", "comments_45", "ps_gender_type"],
  "@context": "http://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "constituency_ps_id",
      "@type": "propertyValue"
    },
    {
      "name": "province",
      "@type": "propertyValue"
    },
    {
      "name": "assembly",
      "@type": "propertyValue"
    },
    {
      "name": "constituency_id",
      "@type": "propertyValue"
    },
    {
      "name": "constituency_name",
      "@type": "propertyValue"
    },
    {
      "name": "constituency_id_NA",
      "@type": "propertyValue"
    },
    {
      "name": "ps_id",
      "@type": "propertyValue"
    },
    {
      "name": "ps_name",
      "@type": "propertyValue"
    },
    {
      "name": "constituency_number_ps_male",
      "@type": "propertyValue"
    },
    {
      "name": "constituency_number_ps_female",
      "@type": "propertyValue"
    },
    {
      "name": "constituency_number_ps_combined",
      "@type": "propertyValue"
    },
    {
      "name": "constituency_number_ps_total",
      "@type": "propertyValue"
    },
    {
      "name": "constituency_registered_voters_male",
      "@type": "propertyValue"
    },
    {
      "name": "constituency_registered_voters_female",
      "@type": "propertyValue"
    },
    {
      "name": "constituency_registered_voters_total",
      "@type": "propertyValue"
    },
    {
      "name": "n_candidates",
      "@type": "propertyValue"
    },
    {
      "name": "male_voters",
      "@type": "propertyValue"
    },
    {
      "name": "female_voters",
      "@type": "propertyValue"
    },
    {
      "name": "total_voters",
      "@type": "propertyValue"
    },
    {
      "name": "valid_votes",
      "@type": "propertyValue"
    },
    {
      "name": "invalid_votes",
      "@type": "propertyValue"
    },
    {
      "name": "total_votes",
      "@type": "propertyValue"
    },
    {
      "name": "turnout",
      "@type": "propertyValue"
    },
    {
      "name": "ps_valid_votes_summed",
      "@type": "propertyValue"
    },
    {
      "name": "total_male_votes_45",
      "@type": "propertyValue"
    },
    {
      "name": "total_female_votes_45",
      "@type": "propertyValue"
    },
    {
      "name": "total_votes_45",
      "@type": "propertyValue"
    },
    {
      "name": "male_turnout_45",
      "@type": "propertyValue"
    },
    {
      "name": "female_turnout_45",
      "@type": "propertyValue"
    },
    {
      "name": "turnout_45",
      "@type": "propertyValue"
    },
    {
      "name": "comments",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_1",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_10",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_11",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_12",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_13",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_14",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_15",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_16",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_17",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_18",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_19",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_2",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_20",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_21",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_22",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_23",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_24",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_25",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_26",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_27",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_28",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_29",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_3",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_30",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_31",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_32",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_33",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_34",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_35",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_36",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_37",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_38",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_39",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_4",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_40",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_41",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_5",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_6",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_7",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_8",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_name_9",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_1",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_10",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_11",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_12",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_13",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_14",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_15",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_16",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_17",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_18",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_19",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_2",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_20",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_21",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_22",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_23",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_24",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_25",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_26",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_27",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_28",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_29",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_3",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_30",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_31",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_32",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_33",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_34",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_35",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_36",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_37",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_38",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_39",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_4",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_40",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_41",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_5",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_6",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_7",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_8",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_party_9",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_1",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_10",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_11",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_12",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_13",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_14",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_15",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_16",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_17",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_18",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_19",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_2",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_20",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_21",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_22",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_23",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_24",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_25",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_26",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_27",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_28",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_29",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_3",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_30",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_31",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_32",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_33",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_34",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_35",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_36",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_37",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_38",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_39",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_4",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_40",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_41",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_5",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_6",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_7",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_8",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_valid_share_9",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_1",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_10",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_11",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_12",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_13",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_14",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_15",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_16",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_17",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_18",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_19",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_2",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_20",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_21",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_22",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_23",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_24",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_25",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_26",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_27",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_28",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_29",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_3",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_30",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_31",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_32",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_33",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_34",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_35",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_36",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_37",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_38",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_39",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_4",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_40",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_41",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_5",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_6",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_7",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_8",
      "@type": "propertyValue"
    },
    {
      "name": "candidate_votes_9",
      "@type": "propertyValue"
    },
    {
      "name": "ps_name_45",
      "@type": "propertyValue"
    },
    {
      "name": "comments_45",
      "@type": "propertyValue"
    },
    {
      "name": "ps_gender_type",
      "@type": "propertyValue"
    }
  ]
}`